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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 11–20 of 10033 papers

Title	Date	Tasks	Status	Hype	Score
mlpack 3: a fast, flexible machine learning library	Jun 18, 2018	BenchmarkingBIG-bench Machine Learning	CodeCode Available	3	5
Benchmarking Automatic Machine Learning Frameworks	Aug 17, 2018	Automated Feature EngineeringAutoML	CodeCode Available	3	5
DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning	Jun 7, 2022	AutoMLBIG-bench Machine Learning	CodeCode Available	3	5
Declarative Machine Learning Systems	Jul 16, 2021	BIG-bench Machine Learning	CodeCode Available	3	5
InterpretML: A Unified Framework for Machine Learning Interpretability	Sep 19, 2019	Additive modelsBIG-bench Machine Learning	CodeCode Available	3	5
Feature Selection Methods for Uplift Modeling and Heterogeneous Treatment Effect	May 5, 2020	BIG-bench Machine Learningfeature selection	CodeCode Available	3	5
Efficient and Robust Automated Machine Learning	Dec 1, 2015	AutoMLBayesian Optimization	CodeCode Available	3	5
CausalML: Python Package for Causal Machine Learning	Feb 25, 2020	BIG-bench Machine LearningCausal Inference	CodeCode Available	3	5
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning	Jul 8, 2020	AutoMLBIG-bench Machine Learning	CodeCode Available	3	5
Adversarial Robustness Toolbox v1.0.0	Jul 3, 2018	Adversarial RobustnessBIG-bench Machine Learning	CodeCode Available	3	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Fb232	account and password	100	—	Unverified